从复杂网络的角度来看,研究中小企业在开源社区的影响力扩散
Yingzi Li1, Mingxuan Yang1, Shuo Zhang2
1School of Economics and Management, University of Science and Technology Beijing, Beijing 100083, China.
Mathematical biosciences and engineering : MBE
|July 28, 2023
概括
中小企业 (SMEs) 从开源创新网络中受益. 嵌入时机显著影响其影响力扩散,突出了平台在中小企业增长中的关键作用.
科学领域:
- 复杂的网络 复杂的网络
- 创新管理 创新管理
- 数字经济数字经济
背景情况:
- 中小企业利用开源平台在数字经济中获取资源和技术支持.
- 开源的研发对企业来说越来越普遍.
- 了解这些网络中中小企业的影响力扩散至关重要.
研究的目的:
- 分析中小企业在开源创新网络中的影响力扩散.
- 调查嵌入时间,初始影响和连接模式对扩散的影响.
- 评估开源平台在中小企业增长中的作用.
主要方法:
- 构建一个集成的模拟模型 (网络,代理和扩散模型).
- 建议制定影响力扩散战略,考虑企业特定因素.
- 影响扩散过程的动态模拟.
主要成果:
- 嵌入时机显著影响中小企业影响力扩散.
- 初始影响在发育阶段至关重要,但在早期/成熟阶段则不那么重要.
- 在早期和成熟网络阶段之间的扩散没有观察到显著差异.
结论:
- 开源平台对于中小企业的增长至关重要.
- 中小企业影响力的扩散与开源社区的发展阶段密切相关.
- 战略嵌入时间是最大限度地扩大中小企业影响力扩散的关键.
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